AI Coding Startups Struggle With High LLM Costs and Negative Margins
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最新报道：AI coding startups face unsustainable costs due to reliance on LLMs, with thin or negative margins threatening viability. Tech giants like GitHub Copilot and OpenAI act as both suppliers and competitors, creating market instability. While custom LLM development offers cost control, it demands heavy investment, forcing firms to choose between building or buying models. Recent failed funding rounds and acquisitions, such as Windsurf, reflect volatile VC conditions. These challenges in coding AI may extend to healthcare, finance, and other sectors adopting LLMs.
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